I felt a sudden, sharp pang of something deep inside, a physical jolt that vibrated through my entire frame. The music seemed to stop, the room fell silent. There he was, by the open bar, laughing with a couple I vaguely recognized. It was him. Daniel.

My mouth went dry. My hands started to tremble. I took a shaky breath, trying to steady myself. The champagne flute felt like a lead weight in my hand.

He turned, and our eyes met. For a moment, time stood still. A ghost of a smile touched his lips.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219